Link dataset to paper

This PR ensures the dataset can be viewed from the paper page: https://huggingface.co/papers/2407.05282

README.md

@@ -182,4 +182,18 @@ Users should be made aware of the risks, biases and limitations of the dataset.
 
 ## Dataset Card Contact
 
-[More Information Needed]
+[More Information Needed]
+
+## Bibtext citation
+
+```bibtex
+@misc{zhao2024ultraeditinstructionbasedfinegrainedimage,
+      title={UltraEdit: Instruction-based Fine-Grained Image Editing at Scale}, 
+      author={Haozhe Zhao and Xiaojian Ma and Liang Chen and Shuzheng Si and Rujie Wu and Kaikai An and Peiyu Yu and Minjia Zhang and Qing Li and Baobao Chang},
+      year={2024},
+      eprint={2407.05282},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2407.05282}, 
+}
+```